病毒感染中的抗体混合物机制建模:登革热同源和异源相继感染的案例。

IF 3.7 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Journal of The Royal Society Interface Pub Date : 2024-10-01 Epub Date: 2024-10-16 DOI:10.1098/rsif.2024.0182
Charlotte Dugourd-Camus, Claudia P Ferreira, Mostafa Adimy
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引用次数: 0

摘要

抗体在病毒感染、疫苗接种或抗体治疗的免疫反应中起着至关重要的作用。然而,在免疫反应过程中,抗体既可以起到保护作用,也可以产生有害作用。此外,混合抗体之间的竞争或合作可以增强或减弱这种保护或伤害作用。利用化学反应规律,我们提出了一种模拟抗原-抗体复合物活性的新方法。由此产生的表达不仅包括纯粹的竞争性或纯粹的独立结合,还包括协同结合,根据抗体的不同,协同结合可以促进病毒活性的中和或增强。然后,我们将病毒活性的这种表达方式整合到宿主内模型中,并研究稳态的存在及其渐近稳定性。我们通过数值模拟来说明不同的情况:首先,两种抗体都能中和病毒;其次,一种抗体能中和病毒,另一种抗体能增强病毒。结果表明,高效的病毒中和与纯粹独立的抗体结合有关,而在纯粹竞争性抗体结合的情况下,病毒活性会得到增强。最后,在登革热二次感染期间收集的数据被用来验证模型。数据集包括患者病毒血症期间病毒和抗体滴度的连续测量值。数据拟合结果表明,由于协同结合率较低,两种抗体之间存在较强的竞争关系。这就是病毒滴度高的原因,也可以解释抗体依赖性增强现象。此外,受感染细胞的死亡率几乎是易感细胞的两倍,患者体内病毒动力学的异质性与个体间抗体反应的差异性有关。该模型还可用于其他方面,如疫苗和抗体疗法的疗效。
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Modelling the mechanisms of antibody mixtures in viral infections: the cases of sequential homologous and heterologous dengue infections.

Antibodies play an essential role in the immune response to viral infections, vaccination or antibody therapy. Nevertheless, they can be either protective or harmful during the immune response. Moreover, competition or cooperation between mixed antibodies can enhance or reduce this protective or harmful effect. Using the laws of chemical reactions, we propose a new approach to modelling the antigen-antibody complex activity. The resulting expression covers not only purely competitive or purely independent binding but also synergistic binding which, depending on the antibodies, can promote either neutralization or enhancement of viral activity. We then integrate this expression of viral activity in a within-host model and investigate the existence of steady-states and their asymptotic stability. We complete our study with numerical simulations to illustrate different scenarios: firstly, where both antibodies are neutralizing and secondly, where one antibody is neutralizing and the other enhancing. The results indicate that efficient viral neutralization is associated with purely independent antibody binding, whereas strong viral activity enhancement is expected in the case of purely competitive antibody binding. Finally, data collected during a secondary dengue infection were used to validate the model. The dataset includes sequential measurements of virus and antibody titres during viremia in patients. Data fitting shows that the two antibodies are in strong competition, as the synergistic binding is low. This contributes to the high levels of virus titres and may explain the antibody-dependent enhancement phenomenon. Besides, the mortality of infected cells is almost twice as high as that of susceptible cells, and the heterogeneity of viral kinetics in patients is associated with variability in antibody responses between individuals. Other applications of the model may be considered, such as the efficacy of vaccines and antibody-based therapies.

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来源期刊
Journal of The Royal Society Interface
Journal of The Royal Society Interface 综合性期刊-综合性期刊
CiteScore
7.10
自引率
2.60%
发文量
234
审稿时长
2.5 months
期刊介绍: J. R. Soc. Interface welcomes articles of high quality research at the interface of the physical and life sciences. It provides a high-quality forum to publish rapidly and interact across this boundary in two main ways: J. R. Soc. Interface publishes research applying chemistry, engineering, materials science, mathematics and physics to the biological and medical sciences; it also highlights discoveries in the life sciences of relevance to the physical sciences. Both sides of the interface are considered equally and it is one of the only journals to cover this exciting new territory. J. R. Soc. Interface welcomes contributions on a diverse range of topics, including but not limited to; biocomplexity, bioengineering, bioinformatics, biomaterials, biomechanics, bionanoscience, biophysics, chemical biology, computer science (as applied to the life sciences), medical physics, synthetic biology, systems biology, theoretical biology and tissue engineering.
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